Using and Backtesting the GARCH Model

Differencing the Data

The closing prices only

Plotting the Volatility

Optimum Model Parameters

Testing out the Model

Using the Model

Predicted Average Values vs Actual Values

Trading Using Predicted Volatility

DF for Trading

Plotting the Positions

Calculating and Plotting Returns

Returns for each Stock

Returns for the Overall Portfolio vs SPY